Overview

Dataset statistics

Number of variables21
Number of observations8000
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.3 MiB
Average record size in memory168.0 B

Variable types

NUM20
BOOL1

Reproduction

Analysis started2021-01-27 20:51:14.415879
Analysis finished2021-01-27 20:52:19.839874
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
PTS is highly correlated with MIN and 2 other fieldsHigh Correlation
MIN is highly correlated with PTSHigh Correlation
FGM is highly correlated with PTS and 1 other fieldsHigh Correlation
FGA is highly correlated with PTS and 1 other fieldsHigh Correlation
3PA is highly correlated with 3P MadeHigh Correlation
3P Made is highly correlated with 3PAHigh Correlation
FTA is highly correlated with FTMHigh Correlation
FTM is highly correlated with FTAHigh Correlation
REB is highly correlated with DREBHigh Correlation
DREB is highly correlated with REBHigh Correlation
3P Made has 673 (8.4%) zeros Zeros
3PA has 220 (2.8%) zeros Zeros
BLK has 619 (7.7%) zeros Zeros

Variables

Id
Real number (ℝ≥0)

UNIFORM
UNIQUE
Distinct count8000
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6856.971
Minimum4
Maximum13798
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum4
5-th percentile691.95
Q13413.75
median6787.5
Q310299.25
95-th percentile13086.25
Maximum13798
Range13794
Interquartile range (IQR)6885.5

Descriptive statistics

Standard deviation3977.447579
Coefficient of variation (CV)0.5800589763
Kurtosis-1.197516482
Mean6856.971
Median Absolute Deviation (MAD)3444.367467
Skewness0.01615615495
Sum54855768
Variance15820089.24
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.0000e+00 1.3798e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 1 < 0.1%
 
13604 1 < 0.1%
 
1290 1 < 0.1%
 
3339 1 < 0.1%
 
9486 1 < 0.1%
 
5392 1 < 0.1%
 
3347 1 < 0.1%
 
13588 1 < 0.1%
 
9494 1 < 0.1%
 
11543 1 < 0.1%
 
Other values (7990) 7990 99.9%
 
ValueCountFrequency (%) 
4 1 < 0.1%
 
7 1 < 0.1%
 
8 1 < 0.1%
 
9 1 < 0.1%
 
10 1 < 0.1%
 
ValueCountFrequency (%) 
13798 1 < 0.1%
 
13797 1 < 0.1%
 
13796 1 < 0.1%
 
13795 1 < 0.1%
 
13794 1 < 0.1%
 

GP
Real number (ℝ)

Distinct count119
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.777875
Minimum-8
Maximum123
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum-8
5-th percentile35
Q151
median63
Q374
95-th percentile91
Maximum123
Range131
Interquartile range (IQR)23

Descriptive statistics

Standard deviation17.11877382
Coefficient of variation (CV)0.2726880102
Kurtosis0.07600082775
Mean62.777875
Median Absolute Deviation (MAD)13.61109625
Skewness-0.01907776945
Sum502223
Variance293.052417
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -8. 9. 18.5 25.5 30.5 ... 89.5 93.5 101.5 108.5 123. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
59 206 2.6%
 
62 196 2.5%
 
60 195 2.4%
 
64 194 2.4%
 
63 189 2.4%
 
53 189 2.4%
 
69 185 2.3%
 
66 183 2.3%
 
65 177 2.2%
 
61 175 2.2%
 
Other values (109) 6111 76.4%
 
ValueCountFrequency (%) 
-8 1 < 0.1%
 
-3 1 < 0.1%
 
1 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
ValueCountFrequency (%) 
123 1 < 0.1%
 
121 2 < 0.1%
 
120 1 < 0.1%
 
119 1 < 0.1%
 
117 1 < 0.1%
 

MIN
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count479
Unique (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.5766625
Minimum2.9
Maximum73.8
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum2.9
5-th percentile7.2
Q112
median16.8
Q323.5
95-th percentile35.3
Maximum73.8
Range70.9
Interquartile range (IQR)11.5

Descriptive statistics

Standard deviation8.93526281
Coefficient of variation (CV)0.4809939788
Kurtosis1.775214034
Mean18.5766625
Median Absolute Deviation (MAD)6.979771881
Skewness1.100555407
Sum148613.3
Variance79.83892148
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 2.9 3.85 4.75 6.25 8.65 ... 37.05 43.05 48.2 59.5 73.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
10.6 57 0.7%
 
11.7 54 0.7%
 
17.6 53 0.7%
 
11.6 52 0.7%
 
16.4 52 0.7%
 
15.1 51 0.6%
 
15 51 0.6%
 
12.9 50 0.6%
 
15.4 50 0.6%
 
12 49 0.6%
 
Other values (469) 7481 93.5%
 
ValueCountFrequency (%) 
2.9 1 < 0.1%
 
3.3 2 < 0.1%
 
3.4 1 < 0.1%
 
3.6 3 < 0.1%
 
3.7 2 < 0.1%
 
ValueCountFrequency (%) 
73.8 1 < 0.1%
 
67.4 1 < 0.1%
 
66.8 1 < 0.1%
 
66.3 1 < 0.1%
 
64.8 1 < 0.1%
 

PTS
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count253
Unique (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.2670875
Minimum0.8
Maximum34.2
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.8
5-th percentile2
Q14.1
median6.3
Q39.5
95-th percentile15.6
Maximum34.2
Range33.4
Interquartile range (IQR)5.4

Descriptive statistics

Standard deviation4.3187321
Coefficient of variation (CV)0.5942865143
Kurtosis2.345092236
Mean7.2670875
Median Absolute Deviation (MAD)3.345235094
Skewness1.270330081
Sum58136.7
Variance18.65144695
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.8 1.25 1.75 2.35 3.25 ... 17.85 21.15 23. 26.95 34.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.6 102 1.3%
 
5.2 102 1.3%
 
5.1 101 1.3%
 
4.4 98 1.2%
 
5.5 98 1.2%
 
5.3 96 1.2%
 
3.5 96 1.2%
 
3.8 95 1.2%
 
4.9 95 1.2%
 
3.9 95 1.2%
 
Other values (243) 7022 87.8%
 
ValueCountFrequency (%) 
0.8 4 0.1%
 
0.9 10 0.1%
 
1 20 0.2%
 
1.1 17 0.2%
 
1.2 19 0.2%
 
ValueCountFrequency (%) 
34.2 1 < 0.1%
 
32.1 1 < 0.1%
 
32 1 < 0.1%
 
31.9 1 < 0.1%
 
30.8 2 < 0.1%
 

FGM
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count111
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.8070375
Minimum0.3
Maximum13.1
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.3
5-th percentile0.8
Q11.6
median2.4
Q33.7
95-th percentile6.1
Maximum13.1
Range12.8
Interquartile range (IQR)2.1

Descriptive statistics

Standard deviation1.693373161
Coefficient of variation (CV)0.6032598998
Kurtosis2.304172965
Mean2.8070375
Median Absolute Deviation (MAD)1.309625647
Skewness1.28518336
Sum22456.3
Variance2.867512663
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.3 0.35 0.55 0.85 1.15 ... 6.85 7.65 8.65 10.45 13.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.8 271 3.4%
 
1.4 248 3.1%
 
1.3 241 3.0%
 
1.5 239 3.0%
 
2.1 235 2.9%
 
1.6 230 2.9%
 
1.2 228 2.9%
 
2.2 224 2.8%
 
1.7 223 2.8%
 
1.9 217 2.7%
 
Other values (101) 5644 70.5%
 
ValueCountFrequency (%) 
0.3 6 0.1%
 
0.4 49 0.6%
 
0.5 72 0.9%
 
0.6 108 1.4%
 
0.7 125 1.6%
 
ValueCountFrequency (%) 
13.1 1 < 0.1%
 
12.8 1 < 0.1%
 
12 2 < 0.1%
 
11.9 1 < 0.1%
 
11.8 1 < 0.1%
 

FGA
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count212
Unique (%)2.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.2312125
Minimum0.8
Maximum28.9
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.8
5-th percentile1.9
Q13.6
median5.4
Q38.1
95-th percentile13.2
Maximum28.9
Range28.1
Interquartile range (IQR)4.5

Descriptive statistics

Standard deviation3.584558643
Coefficient of variation (CV)0.5752586102
Kurtosis2.244035555
Mean6.2312125
Median Absolute Deviation (MAD)2.775135222
Skewness1.26627164
Sum49849.7
Variance12.84906066
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.8 1.05 1.45 1.95 2.65 ... 14.15 16.15 17.65 22. 28.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.6 137 1.7%
 
3.2 134 1.7%
 
4.6 124 1.6%
 
3.4 121 1.5%
 
4.7 117 1.5%
 
3.3 116 1.5%
 
4.9 116 1.5%
 
3.5 115 1.4%
 
4.2 113 1.4%
 
3.8 113 1.4%
 
Other values (202) 6794 84.9%
 
ValueCountFrequency (%) 
0.8 1 < 0.1%
 
0.9 6 0.1%
 
1 13 0.2%
 
1.1 32 0.4%
 
1.2 25 0.3%
 
ValueCountFrequency (%) 
28.9 1 < 0.1%
 
28.6 1 < 0.1%
 
27.1 1 < 0.1%
 
25.8 1 < 0.1%
 
25.7 1 < 0.1%
 

FG%
Real number (ℝ≥0)

Distinct count363
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.6089
Minimum21.3
Maximum67.2
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum21.3
5-th percentile34.6
Q140.4
median44.4
Q348.7
95-th percentile55
Maximum67.2
Range45.9
Interquartile range (IQR)8.3

Descriptive statistics

Standard deviation6.155452826
Coefficient of variation (CV)0.1379871018
Kurtosis-0.01650775319
Mean44.6089
Median Absolute Deviation (MAD)4.90640195
Skewness0.1428357775
Sum356871.2
Variance37.88959949
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[21.3 25.65 29.2 31.55 33.35 ... 54.85 57.25 59.65 61.95 67.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
44.9 72 0.9%
 
43.9 70 0.9%
 
42.9 65 0.8%
 
44 63 0.8%
 
44.7 62 0.8%
 
43.2 59 0.7%
 
45.5 59 0.7%
 
40.9 59 0.7%
 
44.4 59 0.7%
 
46 59 0.7%
 
Other values (353) 7373 92.2%
 
ValueCountFrequency (%) 
21.3 1 < 0.1%
 
25.6 1 < 0.1%
 
25.7 1 < 0.1%
 
25.9 1 < 0.1%
 
26 1 < 0.1%
 
ValueCountFrequency (%) 
67.2 1 < 0.1%
 
65.3 2 < 0.1%
 
65.1 1 < 0.1%
 
65 1 < 0.1%
 
64.7 1 < 0.1%
 

3P Made
Real number (ℝ)

HIGH CORRELATION
ZEROS
Distinct count28
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.264525
Minimum-1.1
Maximum1.7
Zeros673
Zeros (%)8.4%
Memory size62.6 KiB

Quantile statistics

Minimum-1.1
5-th percentile-0.4
Q10
median0.3
Q30.5
95-th percentile0.9
Maximum1.7
Range2.8
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.3840930425
Coefficient of variation (CV)1.452010368
Kurtosis-0.03223809857
Mean0.264525
Median Absolute Deviation (MAD)0.3065739562
Skewness0.01476425971
Sum2116.2
Variance0.1475274653
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-1.1 -0.85 -0.65 -0.45 -0.35 ... 1.05 1.15 1.25 1.45 1.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.3 870 10.9%
 
0.2 821 10.3%
 
0.1 770 9.6%
 
0.4 742 9.3%
 
0.5 677 8.5%
 
-0 673 8.4%
 
0.6 543 6.8%
 
-0.1 526 6.6%
 
0.7 432 5.4%
 
-0.2 396 5.0%
 
Other values (18) 1550 19.4%
 
ValueCountFrequency (%) 
-1.1 2 < 0.1%
 
-0.9 11 0.1%
 
-0.8 19 0.2%
 
-0.7 37 0.5%
 
-0.6 72 0.9%
 
ValueCountFrequency (%) 
1.7 1 < 0.1%
 
1.6 2 < 0.1%
 
1.5 1 < 0.1%
 
1.4 14 0.2%
 
1.3 24 0.3%
 

3PA
Real number (ℝ)

HIGH CORRELATION
ZEROS
Distinct count75
Unique (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8165625
Minimum-3.1
Maximum4.7
Zeros220
Zeros (%)2.8%
Memory size62.6 KiB

Quantile statistics

Minimum-3.1
5-th percentile-0.9
Q10.1
median0.8
Q31.5
95-th percentile2.6
Maximum4.7
Range7.8
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation1.06096425
Coefficient of variation (CV)1.299305625
Kurtosis-0.01533354298
Mean0.8165625
Median Absolute Deviation (MAD)0.8461888281
Skewness0.03199103225
Sum6532.5
Variance1.125645139
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.1 -2.45 -2.05 -1.65 -1.25 ... 2.55 2.85 3.15 3.85 4.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9 326 4.1%
 
0.5 323 4.0%
 
0.8 305 3.8%
 
1.1 292 3.6%
 
1.2 286 3.6%
 
1 283 3.5%
 
0.7 281 3.5%
 
0.3 277 3.5%
 
0.2 270 3.4%
 
1.3 270 3.4%
 
Other values (65) 5087 63.6%
 
ValueCountFrequency (%) 
-3.1 1 < 0.1%
 
-2.6 1 < 0.1%
 
-2.5 1 < 0.1%
 
-2.4 7 0.1%
 
-2.3 6 0.1%
 
ValueCountFrequency (%) 
4.7 1 < 0.1%
 
4.6 1 < 0.1%
 
4.5 1 < 0.1%
 
4.4 1 < 0.1%
 
4.3 2 < 0.1%
 

3P%
Real number (ℝ)

Distinct count826
Unique (%)10.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.5837
Minimum-38.5
Maximum82.1
Zeros7
Zeros (%)0.1%
Memory size62.6 KiB

Quantile statistics

Minimum-38.5
5-th percentile-6.4
Q18.4
median19.5
Q330.6
95-th percentile46.4
Maximum82.1
Range120.6
Interquartile range (IQR)22.2

Descriptive statistics

Standard deviation16.00315514
Coefficient of variation (CV)0.81716709
Kurtosis-0.0917964955
Mean19.5837
Median Absolute Deviation (MAD)12.8446761
Skewness0.03827711547
Sum156669.6
Variance256.1009744
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-38.5 -31.1 -22.95 -15.65 -11.95 ... 43.25 50.55 57.5 63.2 82.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22.1 29 0.4%
 
22.6 27 0.3%
 
25.2 27 0.3%
 
12.6 27 0.3%
 
18.7 27 0.3%
 
26.3 27 0.3%
 
14.4 27 0.3%
 
16.2 27 0.3%
 
24 27 0.3%
 
18.2 26 0.3%
 
Other values (816) 7729 96.6%
 
ValueCountFrequency (%) 
-38.5 1 < 0.1%
 
-33.4 1 < 0.1%
 
-31.2 1 < 0.1%
 
-31 1 < 0.1%
 
-30.4 1 < 0.1%
 
ValueCountFrequency (%) 
82.1 1 < 0.1%
 
76.1 1 < 0.1%
 
73.7 1 < 0.1%
 
72.8 1 < 0.1%
 
72.6 1 < 0.1%
 

FTM
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count68
Unique (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.392525
Minimum0
Maximum8.1
Zeros15
Zeros (%)0.2%
Memory size62.6 KiB

Quantile statistics

Minimum0
5-th percentile0.3
Q10.7
median1.2
Q31.9
95-th percentile3.1
Maximum8.1
Range8.1
Interquartile range (IQR)1.2

Descriptive statistics

Standard deviation0.9261527111
Coefficient of variation (CV)0.6650887496
Kurtosis2.885435548
Mean1.392525
Median Absolute Deviation (MAD)0.7151576938
Skewness1.333701383
Sum11140.2
Variance0.8577588442
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.45 ... 3.75 4.15 4.75 5.75 8.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.8 431 5.4%
 
0.6 430 5.4%
 
0.7 417 5.2%
 
0.9 415 5.2%
 
1 412 5.1%
 
1.1 399 5.0%
 
0.5 377 4.7%
 
1.2 369 4.6%
 
0.4 340 4.2%
 
1.3 327 4.1%
 
Other values (58) 4083 51.0%
 
ValueCountFrequency (%) 
0 15 0.2%
 
0.1 102 1.3%
 
0.2 219 2.7%
 
0.3 278 3.5%
 
0.4 340 4.2%
 
ValueCountFrequency (%) 
8.1 1 < 0.1%
 
7.6 1 < 0.1%
 
7.2 1 < 0.1%
 
7 1 < 0.1%
 
6.8 2 < 0.1%
 

FTA
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count86
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9477875
Minimum0
Maximum11.1
Zeros7
Zeros (%)0.1%
Memory size62.6 KiB

Quantile statistics

Minimum0
5-th percentile0.4
Q11
median1.7
Q32.6
95-th percentile4.3
Maximum11.1
Range11.1
Interquartile range (IQR)1.6

Descriptive statistics

Standard deviation1.252352248
Coefficient of variation (CV)0.642961436
Kurtosis2.662420403
Mean1.9477875
Median Absolute Deviation (MAD)0.9682877031
Skewness1.285804368
Sum15582.3
Variance1.568386153
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.15 0.25 0.35 0.55 ... 4.45 5.55 6.75 8.35 11.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9 342 4.3%
 
1.6 315 3.9%
 
1.2 314 3.9%
 
1.3 304 3.8%
 
1.4 302 3.8%
 
1.1 294 3.7%
 
1.5 292 3.6%
 
0.8 276 3.5%
 
1 271 3.4%
 
1.8 259 3.2%
 
Other values (76) 5031 62.9%
 
ValueCountFrequency (%) 
0 7 0.1%
 
0.1 38 0.5%
 
0.2 93 1.2%
 
0.3 145 1.8%
 
0.4 188 2.4%
 
ValueCountFrequency (%) 
11.1 1 < 0.1%
 
9.7 1 < 0.1%
 
9.6 1 < 0.1%
 
9.4 1 < 0.1%
 
8.7 1 < 0.1%
 

FT%
Real number (ℝ)

Distinct count624
Unique (%)7.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.365825
Minimum-13.3
Maximum168.9
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum-13.3
5-th percentile54.9
Q165
median71.4
Q377.5
95-th percentile88.4
Maximum168.9
Range182.2
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation10.43044696
Coefficient of variation (CV)0.146154647
Kurtosis3.029964854
Mean71.365825
Median Absolute Deviation (MAD)7.874517088
Skewness0.08230046805
Sum570926.6
Variance108.7942238
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-13.3 14.1 37.25 44.5 49.65 ... 93.15 97.85 105.15 118.7 168.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
69.2 49 0.6%
 
68.7 47 0.6%
 
72.9 45 0.6%
 
76.1 44 0.5%
 
69.7 43 0.5%
 
69.4 43 0.5%
 
68 43 0.5%
 
71.5 42 0.5%
 
71 41 0.5%
 
74.7 41 0.5%
 
Other values (614) 7562 94.5%
 
ValueCountFrequency (%) 
-13.3 1 < 0.1%
 
13.5 1 < 0.1%
 
14.7 1 < 0.1%
 
17.2 1 < 0.1%
 
18.3 1 < 0.1%
 
ValueCountFrequency (%) 
168.9 1 < 0.1%
 
132.5 1 < 0.1%
 
125.4 1 < 0.1%
 
124.9 1 < 0.1%
 
119.7 1 < 0.1%
 

OREB
Real number (ℝ≥0)

Distinct count53
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0778375
Minimum0
Maximum5.5
Zeros70
Zeros (%)0.9%
Memory size62.6 KiB

Quantile statistics

Minimum0
5-th percentile0.2
Q10.5
median0.9
Q31.5
95-th percentile2.6
Maximum5.5
Range5.5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7856699264
Coefficient of variation (CV)0.7289317048
Kurtosis2.16637344
Mean1.0778375
Median Absolute Deviation (MAD)0.6061029844
Skewness1.3163425
Sum8622.7
Variance0.6172772332
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.35 0.75 ... 2.65 3.25 3.65 4.45 5.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6 551 6.9%
 
0.5 532 6.7%
 
0.4 505 6.3%
 
0.7 505 6.3%
 
0.8 472 5.9%
 
0.9 466 5.8%
 
0.3 455 5.7%
 
0.2 409 5.1%
 
1 407 5.1%
 
1.1 359 4.5%
 
Other values (43) 3339 41.7%
 
ValueCountFrequency (%) 
0 70 0.9%
 
0.1 293 3.7%
 
0.2 409 5.1%
 
0.3 455 5.7%
 
0.4 505 6.3%
 
ValueCountFrequency (%) 
5.5 1 < 0.1%
 
5.4 1 < 0.1%
 
5.3 1 < 0.1%
 
4.9 3 < 0.1%
 
4.8 2 < 0.1%
 

DREB
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count93
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1685
Minimum0.2
Maximum11
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.2
5-th percentile0.5
Q11.1
median1.9
Q32.9
95-th percentile4.805
Maximum11
Range10.8
Interquartile range (IQR)1.8

Descriptive statistics

Standard deviation1.392223953
Coefficient of variation (CV)0.6420216524
Kurtosis2.797100076
Mean2.1685
Median Absolute Deviation (MAD)1.0675875
Skewness1.388891057
Sum17348
Variance1.938287536
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.2 0.35 0.55 0.85 1.55 ... 4.95 6.15 7.15 8.65 11. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 322 4.0%
 
1.4 313 3.9%
 
1.3 292 3.6%
 
0.9 291 3.6%
 
1.2 289 3.6%
 
1.5 289 3.6%
 
1.1 282 3.5%
 
1.8 266 3.3%
 
1.7 264 3.3%
 
1.6 255 3.2%
 
Other values (83) 5137 64.2%
 
ValueCountFrequency (%) 
0.2 24 0.3%
 
0.3 87 1.1%
 
0.4 148 1.8%
 
0.5 175 2.2%
 
0.6 209 2.6%
 
ValueCountFrequency (%) 
11 1 < 0.1%
 
10.8 1 < 0.1%
 
10 1 < 0.1%
 
9.8 2 < 0.1%
 
9.6 2 < 0.1%
 

REB
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count131
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.2453
Minimum0.3
Maximum15.9
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.3
5-th percentile0.8
Q11.7
median2.8
Q34.3
95-th percentile7.3
Maximum15.9
Range15.6
Interquartile range (IQR)2.6

Descriptive statistics

Standard deviation2.085154405
Coefficient of variation (CV)0.6425151466
Kurtosis2.359445451
Mean3.2453
Median Absolute Deviation (MAD)1.602447175
Skewness1.332728372
Sum25962.4
Variance4.347868894
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.3 0.55 0.95 2.65 3.35 ... 6.85 8.45 9.75 12.35 15.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.8 208 2.6%
 
1.9 203 2.5%
 
1.4 200 2.5%
 
1.5 199 2.5%
 
2.1 195 2.4%
 
2.2 194 2.4%
 
1.7 194 2.4%
 
2.6 191 2.4%
 
1.2 189 2.4%
 
2.5 187 2.3%
 
Other values (121) 6040 75.5%
 
ValueCountFrequency (%) 
0.3 14 0.2%
 
0.4 54 0.7%
 
0.5 62 0.8%
 
0.6 105 1.3%
 
0.7 123 1.5%
 
ValueCountFrequency (%) 
15.9 1 < 0.1%
 
14.6 1 < 0.1%
 
13.9 1 < 0.1%
 
13.8 1 < 0.1%
 
13.7 1 < 0.1%
 

AST
Real number (ℝ≥0)

Distinct count95
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6245125
Minimum0
Maximum12.8
Zeros60
Zeros (%)0.8%
Memory size62.6 KiB

Quantile statistics

Minimum0
5-th percentile0.2
Q10.7
median1.3
Q32.2
95-th percentile4.3
Maximum12.8
Range12.8
Interquartile range (IQR)1.5

Descriptive statistics

Standard deviation1.355985887
Coefficient of variation (CV)0.8347032642
Kurtosis4.930922317
Mean1.6245125
Median Absolute Deviation (MAD)1.010240347
Skewness1.774748327
Sum12996.1
Variance1.838697725
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.05 0.15 0.95 1.45 ... 5.05 5.95 6.95 8.45 12.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7 374 4.7%
 
0.4 361 4.5%
 
0.5 359 4.5%
 
0.9 341 4.3%
 
0.3 337 4.2%
 
0.6 334 4.2%
 
0.8 331 4.1%
 
1 308 3.9%
 
1.2 303 3.8%
 
0.2 301 3.8%
 
Other values (85) 4651 58.1%
 
ValueCountFrequency (%) 
0 60 0.8%
 
0.1 234 2.9%
 
0.2 301 3.8%
 
0.3 337 4.2%
 
0.4 361 4.5%
 
ValueCountFrequency (%) 
12.8 1 < 0.1%
 
11.9 1 < 0.1%
 
10.7 1 < 0.1%
 
10.5 2 < 0.1%
 
10.1 1 < 0.1%
 

STL
Real number (ℝ≥0)

Distinct count30
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6486875
Minimum0
Maximum3.6
Zeros42
Zeros (%)0.5%
Memory size62.6 KiB

Quantile statistics

Minimum0
5-th percentile0.1
Q10.3
median0.6
Q30.9
95-th percentile1.4
Maximum3.6
Range3.6
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.407626112
Coefficient of variation (CV)0.6283859517
Kurtosis2.197415457
Mean0.6486875
Median Absolute Deviation (MAD)0.3158528594
Skewness1.209019921
Sum5189.5
Variance0.1661590472
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.65 ... 1.65 1.85 2.15 2.55 3.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 931 11.6%
 
0.5 900 11.2%
 
0.3 899 11.2%
 
0.6 839 10.5%
 
0.7 712 8.9%
 
0.2 684 8.6%
 
0.8 561 7.0%
 
0.9 464 5.8%
 
1 387 4.8%
 
0.1 382 4.8%
 
Other values (20) 1241 15.5%
 
ValueCountFrequency (%) 
0 42 0.5%
 
0.1 382 4.8%
 
0.2 684 8.6%
 
0.3 899 11.2%
 
0.4 931 11.6%
 
ValueCountFrequency (%) 
3.6 1 < 0.1%
 
3.5 1 < 0.1%
 
2.9 3 < 0.1%
 
2.6 1 < 0.1%
 
2.5 4 0.1%
 

BLK
Real number (ℝ)

ZEROS
Distinct count108
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2452125
Minimum-17.9
Maximum18.9
Zeros619
Zeros (%)7.7%
Memory size62.6 KiB

Quantile statistics

Minimum-17.9
5-th percentile-0.3
Q10.1
median0.2
Q30.4
95-th percentile0.8
Maximum18.9
Range36.8
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.8210367486
Coefficient of variation (CV)3.348266294
Kurtosis204.3956834
Mean0.2452125
Median Absolute Deviation (MAD)0.3009259031
Skewness0.4147105622
Sum1961.7
Variance0.6741013425
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-17.9 -5.75 -2.85 -1.75 -0.85 ... 1.95 2.65 4.1 9.8 18.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.2 1551 19.4%
 
0.3 1348 16.9%
 
0.1 1199 15.0%
 
0.4 806 10.1%
 
-0 619 7.7%
 
0.5 497 6.2%
 
-0.1 343 4.3%
 
0.6 271 3.4%
 
-0.2 215 2.7%
 
0.7 178 2.2%
 
Other values (98) 973 12.2%
 
ValueCountFrequency (%) 
-17.9 1 < 0.1%
 
-17.5 1 < 0.1%
 
-15.7 1 < 0.1%
 
-15.4 1 < 0.1%
 
-15.2 1 < 0.1%
 
ValueCountFrequency (%) 
18.9 1 < 0.1%
 
15.1 1 < 0.1%
 
14.7 1 < 0.1%
 
14.5 1 < 0.1%
 
12.9 1 < 0.1%
 

TOV
Real number (ℝ≥0)

Distinct count51
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2577625
Minimum0.1
Maximum5.3
Zeros0
Zeros (%)0.0%
Memory size62.6 KiB

Quantile statistics

Minimum0.1
5-th percentile0.4
Q10.7
median1.1
Q31.6
95-th percentile2.7
Maximum5.3
Range5.2
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.7232704429
Coefficient of variation (CV)0.5750453229
Kurtosis2.05008296
Mean1.2577625
Median Absolute Deviation (MAD)0.5574301281
Skewness1.208849456
Sum10062.1
Variance0.5231201336
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.1 0.15 0.25 0.35 0.45 ... 2.75 3.35 3.85 4.35 5.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9 556 7.0%
 
0.8 528 6.6%
 
0.7 520 6.5%
 
1 510 6.4%
 
1.2 475 5.9%
 
1.1 461 5.8%
 
0.6 453 5.7%
 
1.3 446 5.6%
 
0.5 433 5.4%
 
1.5 365 4.6%
 
Other values (41) 3253 40.7%
 
ValueCountFrequency (%) 
0.1 25 0.3%
 
0.2 114 1.4%
 
0.3 235 2.9%
 
0.4 311 3.9%
 
0.5 433 5.4%
 
ValueCountFrequency (%) 
5.3 1 < 0.1%
 
5.2 1 < 0.1%
 
5.1 2 < 0.1%
 
4.9 4 0.1%
 
4.8 1 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size62.6 KiB
1
6669
0
 
1331
ValueCountFrequency (%) 
1 6669 83.4%
 
0 1331 16.6%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

IdGPMINPTSFGMFGAFG%3P Made3PA3P%FTMFTAFT%OREBDREBREBASTSTLBLKTOVTARGET_5Yrs
0105568024.37.83.06.445.70.10.322.62.02.972.12.22.03.83.21.10.21.61
153427521.810.54.27.955.1-0.3-1.034.92.43.667.83.63.76.60.70.50.61.41
257168519.14.51.94.542.80.41.234.30.40.675.70.61.82.40.80.40.20.61
3137906319.18.23.56.752.50.30.823.70.91.566.90.82.03.01.80.40.11.91
454706317.83.71.73.450.80.51.413.70.20.554.02.42.74.90.40.40.60.71
519618820.08.83.78.743.6-0.2-0.56.92.02.875.11.82.94.71.80.40.31.11
626777020.67.03.25.458.90.1-0.1-3.60.71.456.72.94.67.60.60.40.71.21
7117225717.65.41.74.737.20.92.833.21.41.878.30.81.72.60.40.60.60.31
861484626.59.33.17.244.00.61.727.52.02.382.11.32.84.11.80.70.61.71
930406433.416.96.411.359.00.31.1-13.03.74.974.93.48.011.90.80.42.52.41

Last rows

IdGPMINPTSFGMFGAFG%3P Made3PA3P%FTMFTAFT%OREBDREBREBASTSTLBLKTOVTARGET_5Yrs
7990134946310.64.81.83.254.6-0.3-0.8-12.31.31.781.92.32.24.00.00.30.40.31
799178956018.38.93.87.548.4-0.2-0.5-6.41.52.362.83.43.16.40.20.30.60.71
79925632457.12.00.92.143.7-0.2-0.423.60.20.550.80.51.01.60.10.20.30.31
799314132711.43.31.23.438.50.72.119.30.60.969.20.31.21.50.60.50.10.71
799454606522.26.92.86.940.50.51.536.60.81.162.60.21.01.12.80.60.11.30
79952996329.21.80.71.840.3-0.1-0.223.10.40.665.70.31.81.90.50.30.20.41
799611679546.01.80.71.448.70.10.13.10.20.470.11.01.12.00.10.00.30.31
799755378528.210.74.09.045.10.20.623.62.83.969.71.02.13.13.41.20.21.81
79981292397.72.51.02.340.1-0.3-0.513.30.60.774.30.40.60.90.20.30.30.51
799929004919.24.81.75.132.60.72.441.30.81.370.10.11.11.23.50.9-0.31.41